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Alibaba's New 27B Vision AI Model Runs on Laptops But Overthinks Simple Tasks

Alibaba's New 27B Vision AI Model Runs on Laptops But Overthinks Simple Tasks

Aug 17, 2026
Simon Willison’s Weblog

Alibaba's new Qwen 3.8 27B vision AI model runs on consumer laptops as a 17GB file, delivering impressive code generation and image analysis capabilities, but its default 'xhigh' reasoning setting causes excessive overthinking on simple tasks, and speed remains limited at 15–30 tokens per second — though a 72% boost is already achievable via Multi-Token Prediction support.

NVIDIA Launches Nemotron 3.5 Lightning: 30B Parameter AI Model Runs 30% Faster Than Competitors With Only 3B Active Parameters

NVIDIA Launches Nemotron 3.5 Lightning: 30B Parameter AI Model Runs 30% Faster Than Competitors With Only 3B Active Parameters

Aug 12, 2026
NVIDIA Technical Blog

NVIDIA launches Nemotron 3.5 Lightning, a 30B parameter open Mixture-of-Experts AI model that activates only 3B parameters at a time, delivering up to 4x faster output speeds and completing 10,000 agentic tasks 30% faster than Qwen3 35B, with fully open weights released under OpenMDW-1.1 for deployment anywhere from local hardware to data centers.

NVIDIA Celebrates Open Source AI Surge With New Models, Tools, and Local Inference Breakthroughs

NVIDIA Celebrates Open Source AI Surge With New Models, Tools, and Local Inference Breakthroughs

Aug 11, 2026
NVIDIA Blog

NVIDIA is celebrating a major open source AI surge in August 2026, unveiling powerful new models like Nemotron 3.5 Lightning and Meta's Muse Glimmer alongside groundbreaking developer tools that enable fast, fully local AI inference and fine-tuning across DGX Spark, RTX GPUs, and Jetson platforms — no cloud required.

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